37 citations · 58 across the 10 of their papers we have counts for
4 papers · 1 filter
Subjective Equilibria under Beliefs of Exogenous Uncertainty: Linear Quadratic Case
Gürdal Arslan, Serdar Yüksel
We consider a stochastic dynamic game where players have their own linear state dynamics and quadratic cost functions. Players are coupled through some environment variables, gener…
Subjective Equilibria under Beliefs of Exogenous Uncertainty for Dynamic Games
Gürdal Arslan, Serdar Yüksel
We present a subjective equilibrium notion (called "subjective equilibrium under beliefs of exogenous uncertainty (SEBEU)" for stochastic dynamic games in which each player chooses…
Decentralized Learning for Optimality in Stochastic Dynamic Teams and Games with Local Control and Global State Information
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
Stochastic dynamic teams and games are rich models for decentralized systems and challenging testing grounds for multi-agent learning. Previous work that guaranteed team optimality…
Decentralized Q-Learning for Stochastic Teams and Games
Gürdal Arslan, Serdar Yüksel
There are only a few learning algorithms applicable to stochastic dynamic teams and games which generalize Markov decision processes to decentralized stochastic control problems in…